Overview
Brought to you by YData
Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 187 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 43.2 KiB |
| Average record size in memory | 236.5 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 13 |
| Categorical | 1 |
Deaths / 100 Recovered has 5 (2.7%) infinite values | Infinite |
Country/Region has unique values | Unique |
Deaths has 17 (9.1%) zeros | Zeros |
Recovered has 6 (3.2%) zeros | Zeros |
Active has 5 (2.7%) zeros | Zeros |
New cases has 33 (17.6%) zeros | Zeros |
New deaths has 91 (48.7%) zeros | Zeros |
New recovered has 61 (32.6%) zeros | Zeros |
Deaths / 100 Cases has 17 (9.1%) zeros | Zeros |
Recovered / 100 Cases has 6 (3.2%) zeros | Zeros |
Deaths / 100 Recovered has 17 (9.1%) zeros | Zeros |
1 week change has 12 (6.4%) zeros | Zeros |
1 week % increase has 12 (6.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-30 19:07:01.102718 |
|---|---|
| Analysis finished | 2025-11-30 19:07:21.410892 |
| Duration | 20.31 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
Country/Region
Text
Unique
| Distinct | 187 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.1 KiB |
Length
| Max length | 32 |
|---|---|
| Median length | 22 |
| Mean length | 8.4331551 |
| Min length | 2 |
Unique
| Unique | 187 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Afghanistan |
|---|---|
| 2nd row | Albania |
| 3rd row | Algeria |
| 4th row | Andorra |
| 5th row | Angola |
| Value | Count | Frequency (%) |
| and | 7 | 3.0% |
| saint | 3 | 1.3% |
| south | 3 | 1.3% |
| guinea | 3 | 1.3% |
| sudan | 2 | 0.9% |
| republic | 2 | 0.9% |
| united | 2 | 0.9% |
| congo | 2 | 0.9% |
| new | 2 | 0.9% |
| brazil | 1 | 0.4% |
| Other values (207) | 207 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 247 | |
| i | 140 | 8.9% |
| n | 128 | 8.1% |
| e | 111 | 7.0% |
| r | 88 | 5.6% |
| o | 84 | 5.3% |
| t | 58 | 3.7% |
| u | 56 | 3.6% |
| l | 51 | 3.2% |
| d | 49 | 3.1% |
| Other values (47) | 565 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1577 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 247 | |
| i | 140 | 8.9% |
| n | 128 | 8.1% |
| e | 111 | 7.0% |
| r | 88 | 5.6% |
| o | 84 | 5.3% |
| t | 58 | 3.7% |
| u | 56 | 3.6% |
| l | 51 | 3.2% |
| d | 49 | 3.1% |
| Other values (47) | 565 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1577 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 247 | |
| i | 140 | 8.9% |
| n | 128 | 8.1% |
| e | 111 | 7.0% |
| r | 88 | 5.6% |
| o | 84 | 5.3% |
| t | 58 | 3.7% |
| u | 56 | 3.6% |
| l | 51 | 3.2% |
| d | 49 | 3.1% |
| Other values (47) | 565 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1577 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 247 | |
| i | 140 | 8.9% |
| n | 128 | 8.1% |
| e | 111 | 7.0% |
| r | 88 | 5.6% |
| o | 84 | 5.3% |
| t | 58 | 3.7% |
| u | 56 | 3.6% |
| l | 51 | 3.2% |
| d | 49 | 3.1% |
| Other values (47) | 565 |
Confirmed
Real number (ℝ)
| Distinct | 184 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88130.936 |
| Minimum | 10 |
|---|---|
| Maximum | 4290259 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 33.3 |
| Q1 | 1114 |
| median | 5059 |
| Q3 | 40460.5 |
| 95-th percentile | 287810.9 |
| Maximum | 4290259 |
| Range | 4290249 |
| Interquartile range (IQR) | 39346.5 |
Descriptive statistics
| Standard deviation | 383318.66 |
|---|---|
| Coefficient of variation (CV) | 4.3494224 |
| Kurtosis | 86.096572 |
| Mean | 88130.936 |
| Median Absolute Deviation (MAD) | 4973 |
| Skewness | 8.7256762 |
| Sum | 16480485 |
| Variance | 1.469332 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24 | 2 | 1.1% |
| 86 | 2 | 1.1% |
| 10621 | 2 | 1.1% |
| 109597 | 1 | 0.5% |
| 9132 | 1 | 0.5% |
| 1843 | 1 | 0.5% |
| 18752 | 1 | 0.5% |
| 53413 | 1 | 0.5% |
| 1557 | 1 | 0.5% |
| 3439 | 1 | 0.5% |
| Other values (174) | 174 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 12 | 1 | |
| 14 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 20 | 1 | |
| 23 | 1 | |
| 24 | 2 | |
| 27 | 1 | |
| 48 | 1 |
| Value | Count | Frequency (%) |
| 4290259 | 1 | |
| 2442375 | 1 | |
| 1480073 | 1 | |
| 816680 | 1 | |
| 452529 | 1 | |
| 395489 | 1 | |
| 389717 | 1 | |
| 347923 | 1 | |
| 301708 | 1 | |
| 293606 | 1 |
Deaths
Real number (ℝ)
Zeros
| Distinct | 150 |
|---|---|
| Distinct (%) | 80.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3497.5187 |
| Minimum | 0 |
|---|---|
| Maximum | 148011 |
| Zeros | 17 |
| Zeros (%) | 9.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18.5 |
| median | 108 |
| Q3 | 734 |
| 95-th percentile | 15138.6 |
| Maximum | 148011 |
| Range | 148011 |
| Interquartile range (IQR) | 715.5 |
Descriptive statistics
| Standard deviation | 14100.002 |
|---|---|
| Coefficient of variation (CV) | 4.0314302 |
| Kurtosis | 66.480494 |
| Mean | 3497.5187 |
| Median Absolute Deviation (MAD) | 106 |
| Skewness | 7.4644811 |
| Sum | 654036 |
| Variance | 1.9881007 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17 | 9.1% |
| 11 | 4 | 2.1% |
| 1 | 3 | 1.6% |
| 10 | 3 | 1.6% |
| 2 | 3 | 1.6% |
| 8 | 3 | 1.6% |
| 7 | 3 | 1.6% |
| 45 | 2 | 1.1% |
| 35 | 2 | 1.1% |
| 22 | 2 | 1.1% |
| Other values (140) | 145 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 1 | 3 | 1.6% |
| 2 | 3 | 1.6% |
| 3 | 2 | 1.1% |
| 4 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 7 | 3 | 1.6% |
| 8 | 3 | 1.6% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 148011 | 1 | |
| 87618 | 1 | |
| 45844 | 1 | |
| 44022 | 1 | |
| 35112 | 1 | |
| 33408 | 1 | |
| 30212 | 1 | |
| 28432 | 1 | |
| 18418 | 1 | |
| 15912 | 1 |
Recovered
Real number (ℝ)
Zeros
| Distinct | 178 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50631.481 |
| Minimum | 0 |
|---|---|
| Maximum | 1846641 |
| Zeros | 6 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 13.6 |
| Q1 | 626.5 |
| median | 2815 |
| Q3 | 22606 |
| 95-th percentile | 235599 |
| Maximum | 1846641 |
| Range | 1846641 |
| Interquartile range (IQR) | 21979.5 |
Descriptive statistics
| Standard deviation | 190188.19 |
|---|---|
| Coefficient of variation (CV) | 3.7563228 |
| Kurtosis | 55.600771 |
| Mean | 50631.481 |
| Median Absolute Deviation (MAD) | 2789 |
| Skewness | 6.9836438 |
| Sum | 9468087 |
| Variance | 3.6171547 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | 3.2% |
| 18 | 2 | 1.1% |
| 803 | 2 | 1.1% |
| 128 | 2 | 1.1% |
| 39 | 2 | 1.1% |
| 25198 | 1 | 0.5% |
| 8752 | 1 | 0.5% |
| 13754 | 1 | 0.5% |
| 189 | 1 | 0.5% |
| 1514 | 1 | 0.5% |
| Other values (168) | 168 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 8 | 1 | 0.5% |
| 11 | 1 | 0.5% |
| 12 | 1 | 0.5% |
| 13 | 1 | 0.5% |
| 15 | 1 | 0.5% |
| 18 | 2 | 1.1% |
| 19 | 1 | 0.5% |
| 22 | 1 | 0.5% |
| 23 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 1846641 | 1 | |
| 1325804 | 1 | |
| 951166 | 1 | |
| 602249 | 1 | |
| 319954 | 1 | |
| 303810 | 1 | |
| 274925 | 1 | |
| 272547 | 1 | |
| 255144 | 1 | |
| 241026 | 1 |
Active
Real number (ℝ)
Zeros
| Distinct | 173 |
|---|---|
| Distinct (%) | 92.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34001.936 |
| Minimum | 0 |
|---|---|
| Maximum | 2816444 |
| Zeros | 5 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 141.5 |
| median | 1600 |
| Q3 | 9149 |
| 95-th percentile | 98399.5 |
| Maximum | 2816444 |
| Range | 2816444 |
| Interquartile range (IQR) | 9007.5 |
Descriptive statistics
| Standard deviation | 213326.17 |
|---|---|
| Coefficient of variation (CV) | 6.273942 |
| Kurtosis | 157.92166 |
| Mean | 34001.936 |
| Median Absolute Deviation (MAD) | 1585 |
| Skewness | 12.182067 |
| Sum | 6358362 |
| Variance | 4.5508056 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 5 | 2.7% |
| 1 | 3 | 1.6% |
| 2 | 3 | 1.6% |
| 1599 | 2 | 1.1% |
| 21 | 2 | 1.1% |
| 13 | 2 | 1.1% |
| 9 | 2 | 1.1% |
| 24 | 2 | 1.1% |
| 52 | 2 | 1.1% |
| 1920 | 1 | 0.5% |
| Other values (163) | 163 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 1 | 3 | |
| 2 | 3 | |
| 4 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 9 | 2 | 1.1% |
| 12 | 1 | 0.5% |
| 13 | 2 | 1.1% |
| 15 | 1 | 0.5% |
| 18 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 2816444 | 1 | |
| 508116 | 1 | |
| 495499 | 1 | |
| 254427 | 1 | |
| 201097 | 1 | |
| 170537 | 1 | |
| 117163 | 1 | |
| 108928 | 1 | |
| 107514 | 1 | |
| 98752 | 1 |
New cases
Real number (ℝ)
Zeros
| Distinct | 122 |
|---|---|
| Distinct (%) | 65.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1222.9572 |
| Minimum | 0 |
|---|---|
| Maximum | 56336 |
| Zeros | 33 |
| Zeros (%) | 17.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 49 |
| Q3 | 419.5 |
| 95-th percentile | 2706.3 |
| Maximum | 56336 |
| Range | 56336 |
| Interquartile range (IQR) | 415.5 |
Descriptive statistics
| Standard deviation | 5710.3748 |
|---|---|
| Coefficient of variation (CV) | 4.6693169 |
| Kurtosis | 65.02233 |
| Mean | 1222.9572 |
| Median Absolute Deviation (MAD) | 49 |
| Skewness | 7.7203196 |
| Sum | 228693 |
| Variance | 32608380 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 33 | 17.6% |
| 1 | 6 | 3.2% |
| 11 | 4 | 2.1% |
| 24 | 3 | 1.6% |
| 10 | 3 | 1.6% |
| 4 | 3 | 1.6% |
| 3 | 3 | 1.6% |
| 2 | 3 | 1.6% |
| 13 | 3 | 1.6% |
| 5 | 3 | 1.6% |
| Other values (112) | 123 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 1 | 6 | 3.2% |
| 2 | 3 | 1.6% |
| 3 | 3 | 1.6% |
| 4 | 3 | 1.6% |
| 5 | 3 | 1.6% |
| 6 | 3 | 1.6% |
| 7 | 3 | 1.6% |
| 8 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 56336 | 1 | |
| 44457 | 1 | |
| 23284 | 1 | |
| 16306 | 1 | |
| 13756 | 1 | |
| 7096 | 1 | |
| 5607 | 1 | |
| 4973 | 1 | |
| 4890 | 1 | |
| 2772 | 1 |
New deaths
Real number (ℝ)
Zeros
| Distinct | 38 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.957219 |
| Minimum | 0 |
|---|---|
| Maximum | 1076 |
| Zeros | 91 |
| Zeros (%) | 48.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 6 |
| 95-th percentile | 92.7 |
| Maximum | 1076 |
| Range | 1076 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 120.03717 |
|---|---|
| Coefficient of variation (CV) | 4.145328 |
| Kurtosis | 40.101549 |
| Mean | 28.957219 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.9700334 |
| Sum | 5415 |
| Variance | 14408.923 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 0 | 91 | |
| 1 | 17 | 9.1% |
| 2 | 11 | 5.9% |
| 3 | 7 | 3.7% |
| 6 | 7 | 3.7% |
| 4 | 7 | 3.7% |
| 5 | 6 | 3.2% |
| 17 | 3 | 1.6% |
| 11 | 3 | 1.6% |
| 20 | 2 | 1.1% |
| Other values (28) | 33 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 91 | |
| 1 | 17 | 9.1% |
| 2 | 11 | 5.9% |
| 3 | 7 | 3.7% |
| 4 | 7 | 3.7% |
| 5 | 6 | 3.2% |
| 6 | 7 | 3.7% |
| 7 | 2 | 1.1% |
| 8 | 2 | 1.1% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 1076 | 1 | |
| 637 | 1 | |
| 614 | 1 | |
| 575 | 1 | |
| 508 | 1 | |
| 342 | 1 | |
| 298 | 1 | |
| 212 | 1 | |
| 120 | 1 | |
| 96 | 1 |
New recovered
Real number (ℝ)
Zeros
| Distinct | 103 |
|---|---|
| Distinct (%) | 55.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 933.81283 |
| Minimum | 0 |
|---|---|
| Maximum | 33728 |
| Zeros | 61 |
| Zeros (%) | 32.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 22 |
| Q3 | 221 |
| 95-th percentile | 2446.2 |
| Maximum | 33728 |
| Range | 33728 |
| Interquartile range (IQR) | 221 |
Descriptive statistics
| Standard deviation | 4197.7196 |
|---|---|
| Coefficient of variation (CV) | 4.4952473 |
| Kurtosis | 47.910082 |
| Mean | 933.81283 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 6.7695674 |
| Sum | 174623 |
| Variance | 17620850 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 2 | 6 | 3.2% |
| 4 | 5 | 2.7% |
| 1 | 4 | 2.1% |
| 6 | 3 | 1.6% |
| 24 | 2 | 1.1% |
| 39 | 2 | 1.1% |
| 70 | 2 | 1.1% |
| 15 | 2 | 1.1% |
| 103 | 2 | 1.1% |
| Other values (93) | 98 |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 4 | 2.1% |
| 2 | 6 | 3.2% |
| 3 | 2 | 1.1% |
| 4 | 5 | 2.7% |
| 5 | 2 | 1.1% |
| 6 | 3 | 1.6% |
| 7 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 11 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 33728 | 1 | |
| 33598 | 1 | |
| 27941 | 1 | |
| 11494 | 1 | |
| 9848 | 1 | |
| 8588 | 1 | |
| 4697 | 1 | |
| 3592 | 1 | |
| 3077 | 1 | |
| 2613 | 1 |
Deaths / 100 Cases
Real number (ℝ)
Zeros
| Distinct | 145 |
|---|---|
| Distinct (%) | 77.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0195187 |
| Minimum | 0 |
|---|---|
| Maximum | 28.56 |
| Zeros | 17 |
| Zeros (%) | 9.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.945 |
| median | 2.15 |
| Q3 | 3.875 |
| 95-th percentile | 9.439 |
| Maximum | 28.56 |
| Range | 28.56 |
| Interquartile range (IQR) | 2.93 |
Descriptive statistics
| Standard deviation | 3.4543025 |
|---|---|
| Coefficient of variation (CV) | 1.1439911 |
| Kurtosis | 17.541183 |
| Mean | 3.0195187 |
| Median Absolute Deviation (MAD) | 1.35 |
| Skewness | 3.3521727 |
| Sum | 564.65 |
| Variance | 11.932206 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17 | 9.1% |
| 1.28 | 3 | 1.6% |
| 2.91 | 3 | 1.6% |
| 3.45 | 2 | 1.1% |
| 0.95 | 2 | 1.1% |
| 0.26 | 2 | 1.1% |
| 1.33 | 2 | 1.1% |
| 4.82 | 2 | 1.1% |
| 1.41 | 2 | 1.1% |
| 1.69 | 2 | 1.1% |
| Other values (135) | 150 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.05 | 1 | 0.5% |
| 0.15 | 1 | 0.5% |
| 0.18 | 1 | 0.5% |
| 0.26 | 2 | 1.1% |
| 0.27 | 2 | 1.1% |
| 0.36 | 1 | 0.5% |
| 0.39 | 1 | 0.5% |
| 0.43 | 1 | 0.5% |
| 0.45 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 28.56 | 1 | |
| 15.19 | 1 | |
| 14.79 | 1 | |
| 14.26 | 1 | |
| 13.71 | 1 | |
| 13.4 | 1 | |
| 11.53 | 1 | |
| 11.13 | 1 | |
| 10.44 | 1 | |
| 10 | 1 |
Recovered / 100 Cases
Real number (ℝ)
Zeros
| Distinct | 177 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.820535 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 6 |
| Zeros (%) | 3.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9.775 |
| Q1 | 48.77 |
| median | 71.32 |
| Q3 | 86.885 |
| 95-th percentile | 96.309 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 38.115 |
Descriptive statistics
| Standard deviation | 26.287694 |
|---|---|
| Coefficient of variation (CV) | 0.40554578 |
| Kurtosis | -0.11572822 |
| Mean | 64.820535 |
| Median Absolute Deviation (MAD) | 17.31 |
| Skewness | -0.82336589 |
| Sum | 12121.44 |
| Variance | 691.04287 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 6 | 3.2% |
| 100 | 3 | 1.6% |
| 75.61 | 2 | 1.1% |
| 80.64 | 2 | 1.1% |
| 76.82 | 2 | 1.1% |
| 74.01 | 1 | 0.5% |
| 97.24 | 1 | 0.5% |
| 72.46 | 1 | 0.5% |
| 90.72 | 1 | 0.5% |
| 44.2 | 1 | 0.5% |
| Other values (167) | 167 |
| Value | Count | Frequency (%) |
| 0 | 6 | |
| 0.35 | 1 | 0.5% |
| 0.48 | 1 | 0.5% |
| 5.48 | 1 | 0.5% |
| 8.53 | 1 | 0.5% |
| 12.68 | 1 | 0.5% |
| 17.74 | 1 | 0.5% |
| 20.04 | 1 | 0.5% |
| 20.25 | 1 | 0.5% |
| 20.41 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 100 | 3 | |
| 98.38 | 1 | 0.5% |
| 98.33 | 1 | 0.5% |
| 97.87 | 1 | 0.5% |
| 97.24 | 1 | 0.5% |
| 97.02 | 1 | 0.5% |
| 96.6 | 1 | 0.5% |
| 96.51 | 1 | 0.5% |
| 95.84 | 1 | 0.5% |
| 95.24 | 1 | 0.5% |
Deaths / 100 Recovered
Real number (ℝ)
Infinite Zeros
| Distinct | 155 |
|---|---|
| Distinct (%) | 82.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 5 |
| Infinite (%) | 2.7% |
| Mean | inf |
| Minimum | 0 |
|---|---|
| Maximum | inf |
| Zeros | 17 |
| Zeros (%) | 9.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.45 |
| median | 3.62 |
| Q3 | 6.44 |
| 95-th percentile | 32.982 |
| Maximum | inf |
| Range | inf |
| Interquartile range (IQR) | 4.99 |
Descriptive statistics
| Standard deviation | nan |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | nan |
| Mean | inf |
| Median Absolute Deviation (MAD) | 2.45 |
| Skewness | nan |
| Sum | inf |
| Variance | nan |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17 | 9.1% |
| inf | 5 | 2.7% |
| 4.86 | 2 | 1.1% |
| 3.91 | 2 | 1.1% |
| 12.12 | 2 | 1.1% |
| 6.69 | 2 | 1.1% |
| 1.45 | 2 | 1.1% |
| 3.01 | 2 | 1.1% |
| 1.91 | 2 | 1.1% |
| 5.25 | 2 | 1.1% |
| Other values (145) | 149 |
| Value | Count | Frequency (%) |
| 0 | 17 | |
| 0.06 | 1 | 0.5% |
| 0.16 | 1 | 0.5% |
| 0.2 | 1 | 0.5% |
| 0.33 | 1 | 0.5% |
| 0.35 | 1 | 0.5% |
| 0.39 | 1 | 0.5% |
| 0.51 | 1 | 0.5% |
| 0.52 | 1 | 0.5% |
| 0.55 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| inf | 5 | |
| 3259.26 | 1 | 0.5% |
| 3190.26 | 1 | 0.5% |
| 57.98 | 1 | 0.5% |
| 56.28 | 1 | 0.5% |
| 37.2 | 1 | 0.5% |
| 23.14 | 1 | 0.5% |
| 18.91 | 1 | 0.5% |
| 17.9 | 1 | 0.5% |
| 17.68 | 1 | 0.5% |
Confirmed last week
Real number (ℝ)
| Distinct | 183 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78682.476 |
| Minimum | 10 |
|---|---|
| Maximum | 3834677 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 24.9 |
| Q1 | 1051.5 |
| median | 5020 |
| Q3 | 37080.5 |
| 95-th percentile | 273170.2 |
| Maximum | 3834677 |
| Range | 3834667 |
| Interquartile range (IQR) | 36029 |
Descriptive statistics
| Standard deviation | 338273.68 |
|---|---|
| Coefficient of variation (CV) | 4.2992251 |
| Kurtosis | 89.376884 |
| Mean | 78682.476 |
| Median Absolute Deviation (MAD) | 4912 |
| Skewness | 8.8651982 |
| Sum | 14713623 |
| Variance | 1.1442908 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 19 | 2 | 1.1% |
| 522 | 2 | 1.1% |
| 1980 | 2 | 1.1% |
| 23 | 2 | 1.1% |
| 9249 | 1 | 0.5% |
| 1507 | 1 | 0.5% |
| 1344 | 1 | 0.5% |
| 17844 | 1 | 0.5% |
| 52132 | 1 | 0.5% |
| 1555 | 1 | 0.5% |
| Other values (173) | 173 |
| Value | Count | Frequency (%) |
| 10 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 17 | 1 | |
| 18 | 1 | |
| 19 | 2 | |
| 23 | 2 | |
| 24 | 1 | |
| 27 | 1 | |
| 40 | 1 |
| Value | Count | Frequency (%) |
| 3834677 | 1 | |
| 2118646 | 1 | |
| 1155338 | 1 | |
| 776212 | 1 | |
| 373628 | 1 | |
| 357681 | 1 | |
| 349396 | 1 | |
| 333029 | 1 | |
| 296944 | 1 | |
| 276202 | 1 |
1 week change
Real number (ℝ)
Zeros
| Distinct | 162 |
|---|---|
| Distinct (%) | 86.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9448.4599 |
| Minimum | -47 |
|---|---|
| Maximum | 455582 |
| Zeros | 12 |
| Zeros (%) | 6.4% |
| Negative | 1 |
| Negative (%) | 0.5% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -47 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 49 |
| median | 432 |
| Q3 | 3172 |
| 95-th percentile | 18508 |
| Maximum | 455582 |
| Range | 455629 |
| Interquartile range (IQR) | 3123 |
Descriptive statistics
| Standard deviation | 47491.128 |
|---|---|
| Coefficient of variation (CV) | 5.0263353 |
| Kurtosis | 61.662738 |
| Mean | 9448.4599 |
| Median Absolute Deviation (MAD) | 431 |
| Skewness | 7.692012 |
| Sum | 1766862 |
| Variance | 2.2554072 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 12 | 6.4% |
| 1 | 4 | 2.1% |
| 2 | 3 | 1.6% |
| 72 | 3 | 1.6% |
| 47 | 2 | 1.1% |
| 201 | 2 | 1.1% |
| 27 | 2 | 1.1% |
| 98 | 2 | 1.1% |
| 9 | 2 | 1.1% |
| 11 | 2 | 1.1% |
| Other values (152) | 153 |
| Value | Count | Frequency (%) |
| -47 | 1 | 0.5% |
| 0 | 12 | |
| 1 | 4 | 2.1% |
| 2 | 3 | 1.6% |
| 4 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 6 | 1 | 0.5% |
| 7 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 455582 | 1 | |
| 324735 | 1 | |
| 323729 | 1 | |
| 78901 | 1 | |
| 53096 | 1 | |
| 46093 | 1 | |
| 40468 | 1 | |
| 36642 | 1 | |
| 32036 | 1 | |
| 18772 | 1 |
1 week % increase
Real number (ℝ)
Zeros
| Distinct | 169 |
|---|---|
| Distinct (%) | 90.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.606203 |
| Minimum | -3.84 |
|---|---|
| Maximum | 226.32 |
| Zeros | 12 |
| Zeros (%) | 6.4% |
| Negative | 1 |
| Negative (%) | 0.5% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | -3.84 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.775 |
| median | 6.89 |
| Q3 | 16.855 |
| 95-th percentile | 37.277 |
| Maximum | 226.32 |
| Range | 230.16 |
| Interquartile range (IQR) | 14.08 |
Descriptive statistics
| Standard deviation | 24.509838 |
|---|---|
| Coefficient of variation (CV) | 1.8013723 |
| Kurtosis | 45.808865 |
| Mean | 13.606203 |
| Median Absolute Deviation (MAD) | 5.35 |
| Skewness | 6.1146129 |
| Sum | 2544.36 |
| Variance | 600.73215 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 12 | 6.4% |
| 5.36 | 2 | 1.1% |
| 6.89 | 2 | 1.1% |
| 12.24 | 2 | 1.1% |
| 2.51 | 2 | 1.1% |
| 10.42 | 2 | 1.1% |
| 3.13 | 2 | 1.1% |
| 2.44 | 2 | 1.1% |
| 9.28 | 1 | 0.5% |
| 12.87 | 1 | 0.5% |
| Other values (159) | 159 |
| Value | Count | Frequency (%) |
| -3.84 | 1 | 0.5% |
| 0 | 12 | |
| 0.13 | 1 | 0.5% |
| 0.26 | 1 | 0.5% |
| 0.29 | 1 | 0.5% |
| 0.49 | 1 | 0.5% |
| 0.64 | 1 | 0.5% |
| 0.68 | 1 | 0.5% |
| 0.7 | 1 | 0.5% |
| 0.78 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 226.32 | 1 | |
| 191.07 | 1 | |
| 119.54 | 1 | |
| 57.85 | 1 | |
| 42.78 | 1 | |
| 42.52 | 1 | |
| 41.57 | 1 | |
| 40.67 | 1 | |
| 37.44 | 1 | |
| 37.34 | 1 |
WHO Region
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.2 KiB |
| Europe | |
|---|---|
| Africa | |
| Americas | |
| Eastern Mediterranean | |
| Western Pacific |
Length
| Max length | 21 |
|---|---|
| Median length | 6 |
| Mean length | 9.3903743 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Eastern Mediterranean |
|---|---|
| 2nd row | Europe |
| 3rd row | Africa |
| 4th row | Europe |
| 5th row | Africa |
Common Values
| Value | Count | Frequency (%) |
| Europe | 56 | |
| Africa | 48 | |
| Americas | 35 | |
| Eastern Mediterranean | 22 | 11.8% |
| Western Pacific | 16 | 8.6% |
| South-East Asia | 10 | 5.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| europe | 56 | |
| africa | 48 | |
| americas | 35 | |
| eastern | 22 | 9.4% |
| mediterranean | 22 | 9.4% |
| western | 16 | 6.8% |
| pacific | 16 | 6.8% |
| south-east | 10 | 4.3% |
| asia | 10 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 221 | |
| e | 211 | |
| a | 185 | |
| i | 147 | 8.4% |
| c | 115 | 6.5% |
| A | 93 | 5.3% |
| s | 93 | 5.3% |
| E | 88 | 5.0% |
| n | 82 | 4.7% |
| t | 80 | 4.6% |
| Other values (13) | 441 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1756 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 221 | |
| e | 211 | |
| a | 185 | |
| i | 147 | 8.4% |
| c | 115 | 6.5% |
| A | 93 | 5.3% |
| s | 93 | 5.3% |
| E | 88 | 5.0% |
| n | 82 | 4.7% |
| t | 80 | 4.6% |
| Other values (13) | 441 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1756 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 221 | |
| e | 211 | |
| a | 185 | |
| i | 147 | 8.4% |
| c | 115 | 6.5% |
| A | 93 | 5.3% |
| s | 93 | 5.3% |
| E | 88 | 5.0% |
| n | 82 | 4.7% |
| t | 80 | 4.6% |
| Other values (13) | 441 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1756 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 221 | |
| e | 211 | |
| a | 185 | |
| i | 147 | 8.4% |
| c | 115 | 6.5% |
| A | 93 | 5.3% |
| s | 93 | 5.3% |
| E | 88 | 5.0% |
| n | 82 | 4.7% |
| t | 80 | 4.6% |
| Other values (13) | 441 |
Interactions
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Country/Region | Confirmed | Deaths | Recovered | Active | New cases | New deaths | New recovered | Deaths / 100 Cases | Recovered / 100 Cases | Deaths / 100 Recovered | Confirmed last week | 1 week change | 1 week % increase | WHO Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Afghanistan | 36263 | 1269 | 25198 | 9796 | 106 | 10 | 18 | 3.50 | 69.49 | 5.04 | 35526 | 737 | 2.07 | Eastern Mediterranean |
| 1 | Albania | 4880 | 144 | 2745 | 1991 | 117 | 6 | 63 | 2.95 | 56.25 | 5.25 | 4171 | 709 | 17.00 | Europe |
| 2 | Algeria | 27973 | 1163 | 18837 | 7973 | 616 | 8 | 749 | 4.16 | 67.34 | 6.17 | 23691 | 4282 | 18.07 | Africa |
| 3 | Andorra | 907 | 52 | 803 | 52 | 10 | 0 | 0 | 5.73 | 88.53 | 6.48 | 884 | 23 | 2.60 | Europe |
| 4 | Angola | 950 | 41 | 242 | 667 | 18 | 1 | 0 | 4.32 | 25.47 | 16.94 | 749 | 201 | 26.84 | Africa |
| 5 | Antigua and Barbuda | 86 | 3 | 65 | 18 | 4 | 0 | 5 | 3.49 | 75.58 | 4.62 | 76 | 10 | 13.16 | Americas |
| 6 | Argentina | 167416 | 3059 | 72575 | 91782 | 4890 | 120 | 2057 | 1.83 | 43.35 | 4.21 | 130774 | 36642 | 28.02 | Americas |
| 7 | Armenia | 37390 | 711 | 26665 | 10014 | 73 | 6 | 187 | 1.90 | 71.32 | 2.67 | 34981 | 2409 | 6.89 | Europe |
| 8 | Australia | 15303 | 167 | 9311 | 5825 | 368 | 6 | 137 | 1.09 | 60.84 | 1.79 | 12428 | 2875 | 23.13 | Western Pacific |
| 9 | Austria | 20558 | 713 | 18246 | 1599 | 86 | 1 | 37 | 3.47 | 88.75 | 3.91 | 19743 | 815 | 4.13 | Europe |
| Country/Region | Confirmed | Deaths | Recovered | Active | New cases | New deaths | New recovered | Deaths / 100 Cases | Recovered / 100 Cases | Deaths / 100 Recovered | Confirmed last week | 1 week change | 1 week % increase | WHO Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | United Kingdom | 301708 | 45844 | 1437 | 254427 | 688 | 7 | 3 | 15.19 | 0.48 | 3190.26 | 296944 | 4764 | 1.60 | Europe |
| 178 | Uruguay | 1202 | 35 | 951 | 216 | 10 | 1 | 3 | 2.91 | 79.12 | 3.68 | 1064 | 138 | 12.97 | Americas |
| 179 | Uzbekistan | 21209 | 121 | 11674 | 9414 | 678 | 5 | 569 | 0.57 | 55.04 | 1.04 | 17149 | 4060 | 23.67 | Europe |
| 180 | Venezuela | 15988 | 146 | 9959 | 5883 | 525 | 4 | 213 | 0.91 | 62.29 | 1.47 | 12334 | 3654 | 29.63 | Americas |
| 181 | Vietnam | 431 | 0 | 365 | 66 | 11 | 0 | 0 | 0.00 | 84.69 | 0.00 | 384 | 47 | 12.24 | Western Pacific |
| 182 | West Bank and Gaza | 10621 | 78 | 3752 | 6791 | 152 | 2 | 0 | 0.73 | 35.33 | 2.08 | 8916 | 1705 | 19.12 | Eastern Mediterranean |
| 183 | Western Sahara | 10 | 1 | 8 | 1 | 0 | 0 | 0 | 10.00 | 80.00 | 12.50 | 10 | 0 | 0.00 | Africa |
| 184 | Yemen | 1691 | 483 | 833 | 375 | 10 | 4 | 36 | 28.56 | 49.26 | 57.98 | 1619 | 72 | 4.45 | Eastern Mediterranean |
| 185 | Zambia | 4552 | 140 | 2815 | 1597 | 71 | 1 | 465 | 3.08 | 61.84 | 4.97 | 3326 | 1226 | 36.86 | Africa |
| 186 | Zimbabwe | 2704 | 36 | 542 | 2126 | 192 | 2 | 24 | 1.33 | 20.04 | 6.64 | 1713 | 991 | 57.85 | Africa |